Primary sources & specifications

Built on standards researchers already use.

The list below is Clio’s current foundation map. These links point to primary academic papers and normative or authoritative specifications; adoption and export integrations remain work in progress.

Choose a context

Start with the work, then find the vocabulary.

Field observation or occurrence

Darwin Core describes what was observed, where, when and by whom; Humboldt adds survey effort and protocol.

Specimen, material or collection

ABCD/EFG and Latimer Core help distinguish physical material and collection context from an observation alone.

Lab or microscopy image

REMBI, OME and OME-Zarr describe preparation, acquisition, image structure and reusable imaging context.

Environmental or sequence-linked sample

MIxS, plus event and sampling context, helps retain the conditions that make a sample interpretable.

Astronomy image or measurement

FITS, WCS and IVOA provenance keep capture time, sky position, equipment, calibration and processing lineage together.

Image privacy and preservation

EXIF, IPTC and XMP describe embedded metadata; RO-Crate, BagIt and PREMIS preserve context, fixity and processing evidence.

Before the vocabulary, the determination. These standards describe a record once you know what you are looking at. Getting there is a separate problem, and the reference library indexes the external atlases, terminology and taxonomic authorities that support it.

Cloud-native imaging

OME-NGFF / OME-Zarr

A next-generation format direction for large, multi-resolution biological image collections.

Astronomy processing history

IVOA Provenance

A model for connecting entities, activities and agents so calibration, reduction and derived astronomy products retain their lineage.

Optional citation identifiers

DataCite Metadata Schema

The metadata contract for a later, governed DOI registration decision. A complete profile can be DOI-ready without a DOI being requested or minted.

Preservation packages

RO-Crate + BagIt + PREMIS

Complementary structures for contextual packaging, payload manifests/fixity and preservation-event evidence. They support an archive conversation; they do not prove archival acceptance.

People & physical samples

ORCID + IGSN

A contributor may add a checksum-valid ORCID iD as an explicitly asserted profile identifier. OAuth authentication and IGSN minting are separate integrations.

Stewardship

FAIR principles

The cross-cutting direction: data should be findable, accessible, interoperable, and reusable.

Implementation status: Clio asks for fields suited to your observation and intended use. A completed record does not by itself prove full standards conformance or acceptance by another repository.

Quality evidence

Standards give a record a shared vocabulary. Review gives it meaning.

Clio’s three-tier verification model is informed by the citizen-science data-quality literature, including Kosmala et al. (2016) and the GBIF data-quality requirements.

Read the quality review ↗